Computer science is step one towards getting a phd and doing research and design of actual tools like compilers, understanding how the CPU sees and asks for data stored in memory, efficient algorithms to do XYZ, it's highly relevant for stuff like embedded computing where you're often working with severe hardware constraints and possibly with a real-time os.

Software Engineering is the study of how to efficiently build software, typically on a medium to large team.